DAMA DMF-1220 Data Management Fundamentals Online Training
DAMA DMF-1220 Online Training
The questions for DMF-1220 were last updated at Nov 01,2025.
- Exam Code: DMF-1220
- Exam Name: Data Management Fundamentals
- Certification Provider: DAMA
- Latest update: Nov 01,2025
Elements that point to differences between warehouses and operational systems include:
- A . Historical
- B . Data security standards
- C . Subject-orientated
- D . Non-volatile
- E . Data quality
- F . Integrated
Please select the correct general cost and benefit categories that can be applied consistently within an organization.
- A . Cost of erasing data from servers
- B . Cost of improving data
- C . What the data could be sold for
- D . Benefit of higher quality data
- E . Cost of replacing data if it were lost
- F . What competitors would pay for data
Please select correct term for the following sentence: An organization shall assign a senior executive to appropriate individuals, adopt policies and processes to guide staff and ensure program audibility.
- A . Principle of integrity
- B . Principle of availability
- C . Principle of retention
- D . Principle of accountability
Please select the answers that correctly describes where the costs of poor quality data comes from.
- A . Scrap and rework
- B . Organizational conflict
- C . High job satisfaction
- D . High productivity
- E . Reputational costs
- F . Compliance costs
The implementation of a Data Warehouse should follow guiding principles, including:
- A . Data Efficiency
- B . One size does not fit all
- C . Contracts
- D . Focus on the business goals
- E . Start with the end in mind
- F . Collaborate
A ‘Golden Record’ means that it is always a 100% complete and accurate representation of all entities within the organization.
- A . TRUE
- B . FALSE
Data quality issues cannot emerge at any point in the data lifecycle.
- A . FALSE
- B . TRUE
Please select valid modelling schemes or notations
- A . NoSQL
- B . Dimensional
- C . Relational
- D . Object-orientated
- E . Fact-based
- F . Matrix-based
Consistent input data reduces the chance of errors in associating records. Preparation processes include:
- A . Standardization
- B . Enrichment CValidation
- C . Database management
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